Dataset info
| Number of variables | 28 |
|---|---|
| Number of observations | 59966 |
| Missing cells | 101369 (6.0%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 68.1 MiB |
| Average record size in memory | 1.2 KiB |
Variables types
| NUM | 14 |
|---|---|
| CAT | 12 |
| BOOL | 2 |
Reproduction info
| Date of analysis | 2020-01-19 11:16:20.656579 |
|---|---|
| Version | pandas-profiling v2.4.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download Configuration | config.yaml |
Warnings
channel has constant value "NCqL3QBx0pscDnx3ixKwXg==" | Rejected |
credit_limit has 18779 (31.3%) missing values | Missing |
credit_limit has 7053 (11.8%) zeros | Zeros |
facebook_profile has 5971 (10.0%) missing values | Missing |
gender has 2996 (5.0%) missing values | Missing |
ids has a high cardinality: 59966 distinct values | Warning |
job_name has 3791 (6.3%) missing values | Missing |
job_name has a high cardinality: 42264 distinct values | Warning |
n_bankruptcies has 55240 (92.1%) zeros | Zeros |
n_defaulted_loans is highly skewed (γ1 = 21.8332512) | Skewed |
n_defaulted_loans has 59706 (99.6%) zeros | Zeros |
n_issues has 15580 (26.0%) missing values | Missing |
ok_since has 35089 (58.5%) missing values | Missing |
reason has a high cardinality: 19497 distinct values | Warning |
sign has 18938 (31.6%) missing values | Missing |
zip has a high cardinality: 830 distinct values | Warning |
n_issues is highly correlated with n_accounts | High Correlation |
n_accounts is highly correlated with n_issues | High Correlation |
amount_borrowed
Real number (ℝ≥0)
| Distinct count | 50484 |
|---|---|
| Unique (%) | 84.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13411.80547 |
|---|---|
| Minimum | 527.07 |
| Maximum | 35059.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 468.6 KiB |
Quantile statistics
| Minimum | 527.07 |
|---|---|
| 5-th percentile | 3027.51 |
| Q1 | 7225.9875 |
| median | 12012.4 |
| Q3 | 18036.645 |
| 95-th percentile | 30013.1625 |
| Maximum | 35059.6 |
| Range | 34532.53 |
| Interquartile range (IQR) | 10810.6575 |
Descriptive statistics
| Standard deviation | 7957.402823 |
|---|---|
| Coefficient of variation (CV) | 0.5933133195 |
| Kurtosis | 0.1314408383 |
| Mean | 13411.80547 |
| Median Absolute Deviation (MAD) | 6444.6965 |
| Skewness | 0.8205315191 |
| Sum | 804252326.7 |
| Variance | 63320259.68 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 527.07 1005.55 1009.875 1031.935 1041.045 ... 35026.155 35031.72 35038.37 35045.305 35059.6 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 10022.65 | 8 | < 0.1% | |
| 10025.46 | 7 | < 0.1% | |
| 10019.32 | 7 | < 0.1% | |
| 12017.97 | 7 | < 0.1% | |
| 10021.31 | 7 | < 0.1% | |
| 12020.66 | 7 | < 0.1% | |
| 10017.99 | 7 | < 0.1% | |
| 10031.05 | 7 | < 0.1% | |
| 15020.76 | 7 | < 0.1% | |
| 10019.67 | 7 | < 0.1% | |
| Other values (50474) | 59895 | 99.9% |
| Value | Count | Frequency (%) | |
| 527.07 | 1 | < 0.1% | |
| 538.04 | 1 | < 0.1% | |
| 730.05 | 1 | < 0.1% | |
| 747.13 | 1 | < 0.1% | |
| 1005.18 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 35059.6 | 1 | < 0.1% | |
| 35058.2 | 1 | < 0.1% | |
| 35055.66 | 1 | < 0.1% | |
| 35052.95 | 1 | < 0.1% | |
| 35052.05 | 1 | < 0.1% |
borrowed_in_months
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 468.6 KiB |
| 36 | |
|---|---|
| 60 |
| Value | Count | Frequency (%) | |
| 36 | 48286 | 80.5% | |
| 60 | 11680 | 19.5% |
Composition
| Contains chars | False |
|---|---|
| Contains digits | True |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 4 |
|---|---|
| Mean length | 4 |
| Min length | 4 |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 468.6 KiB |
| NCqL3QBx0pscDnx3ixKwXg== |
|---|
| Value | Count | Frequency (%) | |
| NCqL3QBx0pscDnx3ixKwXg== | 59966 | 100.0% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | True |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 24 |
|---|---|
| Mean length | 24 |
| Min length | 24 |
| Distinct count | 26239 |
|---|---|
| Unique (%) | 43.8% |
| Missing | 18779 |
| Missing (%) | 31.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34093.006 |
|---|---|
| Minimum | 0.0 |
| Maximum | 613117.0 |
| Zeros | 7053 |
| Zeros (%) | 11.8% |
| Memory size | 468.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 9907 |
| median | 25338 |
| Q3 | 46759.5 |
| 95-th percentile | 99868.9 |
| Maximum | 613117 |
| Range | 613117 |
| Interquartile range (IQR) | 36852.5 |
Descriptive statistics
| Standard deviation | 36783.48051 |
|---|---|
| Coefficient of variation (CV) | 1.078915732 |
| Kurtosis | 14.99384145 |
| Mean | 34093.006 |
| Median Absolute Deviation (MAD) | 25319.14283 |
| Skewness | 2.782406448 |
| Sum | 1404188638 |
| Variance | 1353024438 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 7053 | 11.8% | |
| 10000 | 189 | 0.3% | |
| 15000 | 114 | 0.2% | |
| 5000 | 108 | 0.2% | |
| 20000 | 96 | 0.2% | |
| 25000 | 96 | 0.2% | |
| 12000 | 75 | 0.1% | |
| 6000 | 69 | 0.1% | |
| 8000 | 65 | 0.1% | |
| 4000 | 58 | 0.1% | |
| Other values (26228) | 33264 | 55.5% | |
| (Missing) | 18779 | 31.3% |
| Value | Count | Frequency (%) | |
| 0 | 7053 | 11.8% | |
| 200 | 1 | < 0.1% | |
| 300 | 1 | < 0.1% | |
| 373 | 1 | < 0.1% | |
| 426 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 613117 | 1 | < 0.1% | |
| 458228 | 1 | < 0.1% | |
| 448269 | 1 | < 0.1% | |
| 434506 | 1 | < 0.1% | |
| 430063 | 1 | < 0.1% |
default
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 58.6 KiB |
| False | |
|---|---|
| True | 9510 |
| Value | Count | Frequency (%) | |
| False | 50456 | 84.1% | |
| True | 9510 | 15.9% |
| Distinct count | 59966 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32276.95397 |
|---|---|
| Minimum | 0 |
| Maximum | 64591 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 468.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3223.25 |
| Q1 | 16117.25 |
| median | 32290.5 |
| Q3 | 48407.75 |
| 95-th percentile | 61339.75 |
| Maximum | 64591 |
| Range | 64591 |
| Interquartile range (IQR) | 32290.5 |
Descriptive statistics
| Standard deviation | 18642.23923 |
|---|---|
| Coefficient of variation (CV) | 0.577571206 |
| Kurtosis | -1.199729231 |
| Mean | 32276.95397 |
| Median Absolute Deviation (MAD) | 16142.52892 |
| Skewness | -1.758915333e-05 |
| Sum | 1935519822 |
| Variance | 347533083.6 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 64591.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 2047 | 1 | < 0.1% | |
| 14994 | 1 | < 0.1% | |
| 23198 | 1 | < 0.1% | |
| 17053 | 1 | < 0.1% | |
| 19100 | 1 | < 0.1% | |
| 29339 | 1 | < 0.1% | |
| 31386 | 1 | < 0.1% | |
| 25241 | 1 | < 0.1% | |
| 27288 | 1 | < 0.1% | |
| 4759 | 1 | < 0.1% | |
| Other values (59956) | 59956 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 64591 | 1 | < 0.1% | |
| 64590 | 1 | < 0.1% | |
| 64589 | 1 | < 0.1% | |
| 64588 | 1 | < 0.1% | |
| 64587 | 1 | < 0.1% |
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 5971 |
| Missing (%) | 10.0% |
| Memory size | 468.6 KiB |
| False | |
|---|---|
| True | |
| (Missing) | 5971 |
| Value | Count | Frequency (%) | |
| False | 33997 | 56.7% | |
| True | 19998 | 33.3% | |
| (Missing) | 5971 | 10.0% |
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 2996 |
| Missing (%) | 5.0% |
| Memory size | 468.6 KiB |
| m | |
|---|---|
| f |
| Value | Count | Frequency (%) | |
| m | 38497 | 64.2% | |
| f | 18473 | 30.8% | |
| (Missing) | 2996 | 5.0% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | False |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.09992329 |
| Min length | 1 |
| Distinct count | 59966 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 468.6 KiB |
| 61dda166-753b-b488-2baa-4e28be030c0e | 1 |
|---|---|
| 831d34d3-897b-69a5-849f-d63a0cb2e33b | 1 |
| 9aeb4b6f-b99f-30f4-40bb-3e8c2d37e219 | 1 |
| eedea8b2-9ac0-5401-5a01-a40a2e9bc014 | 1 |
| e5e3fdb2-d5f9-7e35-8472-90e9390cf7fe | 1 |
| Other values (59961) |
| Value | Count | Frequency (%) | |
| 61dda166-753b-b488-2baa-4e28be030c0e | 1 | < 0.1% | |
| 831d34d3-897b-69a5-849f-d63a0cb2e33b | 1 | < 0.1% | |
| 9aeb4b6f-b99f-30f4-40bb-3e8c2d37e219 | 1 | < 0.1% | |
| eedea8b2-9ac0-5401-5a01-a40a2e9bc014 | 1 | < 0.1% | |
| e5e3fdb2-d5f9-7e35-8472-90e9390cf7fe | 1 | < 0.1% | |
| 80bd2983-226c-14fe-809e-b766b0d20216 | 1 | < 0.1% | |
| 66bf3e4e-5cf5-8c26-0eb8-53bd21870ca5 | 1 | < 0.1% | |
| 3893d099-f926-8418-8292-4e4efd4548bc | 1 | < 0.1% | |
| ff261570-6458-e523-b9b9-6ceb82b07d02 | 1 | < 0.1% | |
| 5a5aa650-7f8a-0834-0117-be7a9c4b7aea | 1 | < 0.1% | |
| Other values (59956) | 59956 | > 99.9% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | True |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 36 |
|---|---|
| Mean length | 36 |
| Min length | 36 |
income
Real number (ℝ≥0)
| Distinct count | 54273 |
|---|---|
| Unique (%) | 90.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71325.77678 |
|---|---|
| Minimum | 4821.18 |
| Maximum | 5000027.83 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 468.6 KiB |
Quantile statistics
| Minimum | 4821.18 |
|---|---|
| 5-th percentile | 27011.5 |
| Q1 | 44027.8575 |
| median | 60047.26 |
| Q3 | 85039.6125 |
| 95-th percentile | 145017.4725 |
| Maximum | 5000027.83 |
| Range | 4995206.65 |
| Interquartile range (IQR) | 41011.755 |
Descriptive statistics
| Standard deviation | 51691.42999 |
|---|---|
| Coefficient of variation (CV) | 0.7247229869 |
| Kurtosis | 1484.441185 |
| Mean | 71325.77678 |
| Median Absolute Deviation (MAD) | 29630.224 |
| Skewness | 19.90578978 |
| Sum | 4277121531 |
| Variance | 2672003935 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[4.82118000e+03 8.01426500e+03 1.00053000e+04 1.00345600e+04 1.20108100e+04 ... 5.00044260e+05 6.00007900e+05 6.00028620e+05 1.00003621e+06 5.00002783e+06], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 60025.51 | 6 | < 0.1% | |
| 65013.81 | 5 | < 0.1% | |
| 40024.02 | 5 | < 0.1% | |
| 70022.24 | 5 | < 0.1% | |
| 65017.28 | 5 | < 0.1% | |
| 60029.33 | 5 | < 0.1% | |
| 60017.7 | 5 | < 0.1% | |
| 50021.93 | 5 | < 0.1% | |
| 60015.24 | 5 | < 0.1% | |
| 60015.9 | 5 | < 0.1% | |
| Other values (54263) | 59915 | 99.9% |
| Value | Count | Frequency (%) | |
| 4821.18 | 1 | < 0.1% | |
| 4835.29 | 1 | < 0.1% | |
| 5022.85 | 1 | < 0.1% | |
| 6016.79 | 1 | < 0.1% | |
| 7221.3 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5000027.83 | 1 | < 0.1% | |
| 2000018.2 | 1 | < 0.1% | |
| 1900023.7 | 1 | < 0.1% | |
| 1362027.9 | 1 | < 0.1% | |
| 1350034.48 | 1 | < 0.1% |
| Distinct count | 42264 |
|---|---|
| Unique (%) | 70.5% |
| Missing | 3791 |
| Missing (%) | 6.3% |
| Memory size | 468.6 KiB |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIVf4E/iI7qK+Lfl5hxoWW2A= | 220 |
|---|---|
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIbOy82w5K5LALfp4MHskDUE= | 155 |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIaUIfpgwbYh438CvSsT5QB8= | 149 |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIfeSCTDWhw2hS0GDfQEUVwM= | 109 |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIS7jap0hM5abNdcL6dk7Ifw= | 108 |
| Other values (42258) |
| Value | Count | Frequency (%) | |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIVf4E/iI7qK+Lfl5hxoWW2A= | 220 | 0.4% | |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIbOy82w5K5LALfp4MHskDUE= | 155 | 0.3% | |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIaUIfpgwbYh438CvSsT5QB8= | 149 | 0.2% | |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIfeSCTDWhw2hS0GDfQEUVwM= | 109 | 0.2% | |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIS7jap0hM5abNdcL6dk7Ifw= | 108 | 0.2% | |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIa6KOvl8Xp6F2JH3Vt47kH0= | 93 | 0.2% | |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhfABZk30mT6nuzlBzfA+t9szMup/wCQYfBw/WsldHV9k= | 81 | 0.1% | |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIb4ADj/ykkhgM886TEQ8yrI= | 80 | 0.1% | |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIUGp9a+9oBSLvyI5Jdz9fNg= | 79 | 0.1% | |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIV56G3kjZxQ0yMeb3IU2UKE= | 78 | 0.1% | |
| Other values (42253) | 55023 | 91.8% | |
| (Missing) | 3791 | 6.3% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | True |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 108 |
|---|---|
| Mean length | 101.3619885 |
| Min length | 3 |
| Distinct count | 45 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.62457059 |
|---|---|
| Minimum | 0.0 |
| Maximum | 49.0 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 468.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 7 |
| median | 10 |
| Q3 | 13 |
| 95-th percentile | 19 |
| Maximum | 49 |
| Range | 49 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.575357261 |
|---|---|
| Coefficient of variation (CV) | 0.4306392642 |
| Kurtosis | 1.666215426 |
| Mean | 10.62457059 |
| Median Absolute Deviation (MAD) | 3.567519776 |
| Skewness | 0.95006355 |
| Sum | 637113 |
| Variance | 20.93389407 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 1.5 2.5 3.5 4.5 ... 27.5 28.5 31.5 41.5 49. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 9 | 5874 | 9.8% | |
| 8 | 5679 | 9.5% | |
| 10 | 5630 | 9.4% | |
| 7 | 5184 | 8.6% | |
| 11 | 5095 | 8.5% | |
| 6 | 4419 | 7.4% | |
| 12 | 4406 | 7.3% | |
| 13 | 3695 | 6.2% | |
| 5 | 3100 | 5.2% | |
| 14 | 2944 | 4.9% | |
| Other values (35) | 13940 | 23.2% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 1 | 7 | < 0.1% | |
| 2 | 327 | 0.5% | |
| 3 | 892 | 1.5% | |
| 4 | 1908 | 3.2% |
| Value | Count | Frequency (%) | |
| 49 | 1 | < 0.1% | |
| 45 | 1 | < 0.1% | |
| 42 | 2 | < 0.1% | |
| 41 | 3 | < 0.1% | |
| 40 | 3 | < 0.1% |
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 202 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07770564219 |
|---|---|
| Minimum | 0.0 |
| Maximum | 6.0 |
| Zeros | 55240 |
| Zeros (%) | 92.1% |
| Memory size | 468.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2784333689 |
|---|---|
| Coefficient of variation (CV) | 3.583180849 |
| Kurtosis | 23.51902104 |
| Mean | 0.07770564219 |
| Median Absolute Deviation (MAD) | 0.1436470007 |
| Skewness | 3.959682745 |
| Sum | 4644 |
| Variance | 0.07752514093 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 55240 | 92.1% | |
| 1 | 4437 | 7.4% | |
| 2 | 68 | 0.1% | |
| 3 | 11 | < 0.1% | |
| 4 | 4 | < 0.1% | |
| 5 | 2 | < 0.1% | |
| 6 | 2 | < 0.1% | |
| (Missing) | 202 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 55240 | 92.1% | |
| 1 | 4437 | 7.4% | |
| 2 | 68 | 0.1% | |
| 3 | 11 | < 0.1% | |
| 4 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6 | 2 | < 0.1% | |
| 5 | 2 | < 0.1% | |
| 4 | 4 | < 0.1% | |
| 3 | 11 | < 0.1% | |
| 2 | 68 | 0.1% |
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 18 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.004670714619 |
|---|---|
| Minimum | 0.0 |
| Maximum | 5.0 |
| Zeros | 59706 |
| Zeros (%) | 99.6% |
| Memory size | 468.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.07905941549 |
|---|---|
| Coefficient of variation (CV) | 16.92662086 |
| Kurtosis | 664.8233301 |
| Mean | 0.004670714619 |
| Median Absolute Deviation (MAD) | 0.009303719459 |
| Skewness | 21.8332512 |
| Sum | 280 |
| Variance | 0.006250391177 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 59706 | 99.6% | |
| 1 | 211 | 0.4% | |
| 2 | 26 | < 0.1% | |
| 3 | 4 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| (Missing) | 18 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 59706 | 99.6% | |
| 1 | 211 | 0.4% | |
| 2 | 26 | < 0.1% | |
| 3 | 4 | < 0.1% | |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5 | 1 | < 0.1% | |
| 3 | 4 | < 0.1% | |
| 2 | 26 | < 0.1% | |
| 1 | 211 | 0.4% | |
| 0 | 59706 | 99.6% |
| Distinct count | 46 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 15580 |
| Missing (%) | 26.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.00103636 |
|---|---|
| Minimum | 0.0 |
| Maximum | 49.0 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 468.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 8 |
| median | 10 |
| Q3 | 14 |
| 95-th percentile | 20 |
| Maximum | 49 |
| Range | 49 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.56951601 |
|---|---|
| Coefficient of variation (CV) | 0.4153714122 |
| Kurtosis | 1.628866784 |
| Mean | 11.00103636 |
| Median Absolute Deviation (MAD) | 3.541787808 |
| Skewness | 0.9492110039 |
| Sum | 488292 |
| Variance | 20.88047656 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 9 | 4390 | 7.3% | |
| 10 | 4305 | 7.2% | |
| 8 | 4199 | 7.0% | |
| 11 | 3913 | 6.5% | |
| 7 | 3594 | 6.0% | |
| 12 | 3477 | 5.8% | |
| 6 | 2931 | 4.9% | |
| 13 | 2876 | 4.8% | |
| 14 | 2336 | 3.9% | |
| 15 | 1972 | 3.3% | |
| Other values (35) | 10393 | 17.3% | |
| (Missing) | 15580 | 26.0% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 1 | 8 | < 0.1% | |
| 2 | 133 | 0.2% | |
| 3 | 414 | 0.7% | |
| 4 | 1082 | 1.8% |
| Value | Count | Frequency (%) | |
| 49 | 1 | < 0.1% | |
| 45 | 1 | < 0.1% | |
| 42 | 2 | < 0.1% | |
| 41 | 2 | < 0.1% | |
| 40 | 3 | < 0.1% |
| Distinct count | 104 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 35089 |
| Missing (%) | 58.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.27676167 |
|---|---|
| Minimum | 0.0 |
| Maximum | 141.0 |
| Zeros | 147 |
| Zeros (%) | 0.2% |
| Memory size | 468.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 17 |
| median | 32 |
| Q3 | 50 |
| 95-th percentile | 75 |
| Maximum | 141 |
| Range | 141 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 21.63088393 |
|---|---|
| Coefficient of variation (CV) | 0.613176576 |
| Kurtosis | -0.7797298331 |
| Mean | 35.27676167 |
| Median Absolute Deviation (MAD) | 18.19311811 |
| Skewness | 0.4335833848 |
| Sum | 877580 |
| Variance | 467.8951397 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 8 | 494 | 0.8% | |
| 17 | 479 | 0.8% | |
| 9 | 472 | 0.8% | |
| 11 | 466 | 0.8% | |
| 12 | 459 | 0.8% | |
| 10 | 454 | 0.8% | |
| 20 | 450 | 0.8% | |
| 16 | 442 | 0.7% | |
| 31 | 441 | 0.7% | |
| 13 | 440 | 0.7% | |
| Other values (93) | 20280 | 33.8% | |
| (Missing) | 35089 | 58.5% |
| Value | Count | Frequency (%) | |
| 0 | 147 | 0.2% | |
| 1 | 98 | 0.2% | |
| 2 | 166 | 0.3% | |
| 3 | 152 | 0.3% | |
| 4 | 207 | 0.3% |
| Value | Count | Frequency (%) | |
| 141 | 1 | < 0.1% | |
| 135 | 1 | < 0.1% | |
| 130 | 1 | < 0.1% | |
| 122 | 1 | < 0.1% | |
| 115 | 1 | < 0.1% |
real_state
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 468.6 KiB |
| N5/CE7lSkAfB04hVFFwllw== | |
|---|---|
| n+xK9CfX0bCn77lClTWviw== | |
| nSpvDsIsslUaX6GE6m6eQA== | 4897 |
| UX7AdFYgQh+VrVC5eIaU9w== | 53 |
| +qWF9pJpVGtTFn4vFjb/cg== | 12 |
| Value | Count | Frequency (%) | |
| N5/CE7lSkAfB04hVFFwllw== | 29695 | 49.5% | |
| n+xK9CfX0bCn77lClTWviw== | 25309 | 42.2% | |
| nSpvDsIsslUaX6GE6m6eQA== | 4897 | 8.2% | |
| UX7AdFYgQh+VrVC5eIaU9w== | 53 | 0.1% | |
| +qWF9pJpVGtTFn4vFjb/cg== | 12 | < 0.1% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | True |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 24 |
|---|---|
| Mean length | 24 |
| Min length | 24 |
| Distinct count | 19497 |
|---|---|
| Unique (%) | 32.5% |
| Missing | 5 |
| Missing (%) | < 0.1% |
| Memory size | 468.6 KiB |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIXuusuYraWV4rGB3v/7WqHKeKq5W600DOWmwjMTqsrAW | 5921 |
|---|---|
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIXuusuYraWV4rGB3v/7WqHIRsMoD5e3RXcnWOgQJkT1p | 4091 |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIW76/BS2rZFHqQxXY+8F9NKu9aZ57vT61+K2XFrHtvT9 | 2046 |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiH9ooDQPWyPZgJWyjKkQUjr | 1355 |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIRd8GOItgxlRAUGKcWd5xXCeKq5W600DOWmwjMTqsrAW | 1182 |
| Other values (19491) |
| Value | Count | Frequency (%) | |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIXuusuYraWV4rGB3v/7WqHKeKq5W600DOWmwjMTqsrAW | 5921 | 9.9% | |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIXuusuYraWV4rGB3v/7WqHIRsMoD5e3RXcnWOgQJkT1p | 4091 | 6.8% | |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIW76/BS2rZFHqQxXY+8F9NKu9aZ57vT61+K2XFrHtvT9 | 2046 | 3.4% | |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiH9ooDQPWyPZgJWyjKkQUjr | 1355 | 2.3% | |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIRd8GOItgxlRAUGKcWd5xXCeKq5W600DOWmwjMTqsrAW | 1182 | 2.0% | |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIeWE6/Di5FBOmihprdjI0zb3rnJkUI6G1sJC0+Ao35Wk | 1012 | 1.7% | |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiFU8+AuCsj5fSH4KVfE3LF9 | 642 | 1.1% | |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIX8R4ULfEaJr602dAdoJteoyN/OiN8mDt8urzqD0fNe0 | 609 | 1.0% | |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiHaIjUSZXP2epclI8HpCyhx | 570 | 1.0% | |
| mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtUhXGgZjtNQMnUXIWhIhmLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiHzQNMAOpYcndBMmF3lwNP8 | 522 | 0.9% | |
| Other values (19486) | 42011 | 70.1% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | True |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 128 |
|---|---|
| Mean length | 127.9895774 |
| Min length | 3 |
risk_rate
Real number (ℝ≥0)
| Distinct count | 81 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2941141647 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.9 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 468.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.14 |
| Q1 | 0.22 |
| median | 0.29 |
| Q3 | 0.36 |
| 95-th percentile | 0.47 |
| Maximum | 0.9 |
| Range | 0.9 |
| Interquartile range (IQR) | 0.14 |
Descriptive statistics
| Standard deviation | 0.1011831529 |
|---|---|
| Coefficient of variation (CV) | 0.3440267931 |
| Kurtosis | 0.3164701492 |
| Mean | 0.2941141647 |
| Median Absolute Deviation (MAD) | 0.08041545267 |
| Skewness | 0.4852189132 |
| Sum | 17636.85 |
| Variance | 0.01023803042 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0. 0.025 0.045 0.065 0.085 ... 0.585 0.635 0.675 0.775 0.9 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.28 | 2438 | 4.1% | |
| 0.27 | 2401 | 4.0% | |
| 0.26 | 2374 | 4.0% | |
| 0.25 | 2361 | 3.9% | |
| 0.29 | 2340 | 3.9% | |
| 0.3 | 2318 | 3.9% | |
| 0.24 | 2301 | 3.8% | |
| 0.31 | 2248 | 3.7% | |
| 0.23 | 2215 | 3.7% | |
| 0.32 | 2187 | 3.6% | |
| Other values (71) | 36783 | 61.3% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 0.02 | 2 | < 0.1% | |
| 0.03 | 10 | < 0.1% | |
| 0.04 | 20 | < 0.1% | |
| 0.05 | 32 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.9 | 1 | < 0.1% | |
| 0.81 | 1 | < 0.1% | |
| 0.8 | 1 | < 0.1% | |
| 0.78 | 2 | < 0.1% | |
| 0.77 | 2 | < 0.1% |
score_1
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 468.6 KiB |
| DGCQep2AE5QRkNCshIAlFQ== | |
|---|---|
| 1Rk8w4Ucd5yR3KcqZzLdow== | |
| 4DLlLW62jReXaqbPaHp1vQ== | |
| 8k8UDR4Yx0qasAjkGrUZLw== | |
| e4NYDor1NOw6XKGE60AWFw== | 3662 |
| Other values (2) | 1876 |
| Value | Count | Frequency (%) | |
| DGCQep2AE5QRkNCshIAlFQ== | 20484 | 34.2% | |
| 1Rk8w4Ucd5yR3KcqZzLdow== | 14853 | 24.8% | |
| 4DLlLW62jReXaqbPaHp1vQ== | 10595 | 17.7% | |
| 8k8UDR4Yx0qasAjkGrUZLw== | 8496 | 14.2% | |
| e4NYDor1NOw6XKGE60AWFw== | 3662 | 6.1% | |
| smzX0nxh5QlePvtVf6EAeg== | 1535 | 2.6% | |
| fyrlulOiZ+5hoFqLa6UbDQ== | 341 | 0.6% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | True |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 24 |
|---|---|
| Mean length | 24 |
| Min length | 24 |
score_2
Categorical
| Distinct count | 35 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 468.6 KiB |
| osCzpM4hJrxugqWWuZmMWw== | 5058 |
|---|---|
| SaamrHMo23l/3TwXOWgVzw== | 4620 |
| RO7MTL+j4PH2gNzbhNTq/A== | 4217 |
| /tdlnWjXoZ3OjdtBXzdOJQ== | 3603 |
| Fv28Bz0YRTVAT5kl1bAV6g== | 3315 |
| Other values (30) |
| Value | Count | Frequency (%) | |
| osCzpM4hJrxugqWWuZmMWw== | 5058 | 8.4% | |
| SaamrHMo23l/3TwXOWgVzw== | 4620 | 7.7% | |
| RO7MTL+j4PH2gNzbhNTq/A== | 4217 | 7.0% | |
| /tdlnWjXoZ3OjdtBXzdOJQ== | 3603 | 6.0% | |
| Fv28Bz0YRTVAT5kl1bAV6g== | 3315 | 5.5% | |
| 7h+tk4z7O9brtBSe1rNjxA== | 3274 | 5.5% | |
| rJZgTmANW3PjOCQLCcp4iQ== | 3265 | 5.4% | |
| pAzpxkhjPsjWldgSX21+zg== | 2947 | 4.9% | |
| IOVu8au3ISbo6+zmfnYwMg== | 2899 | 4.8% | |
| tQUTfUyeuGkhRotd+6WjVg== | 2724 | 4.5% | |
| Other values (25) | 24044 | 40.1% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | True |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 24 |
|---|---|
| Mean length | 24 |
| Min length | 24 |
score_3
Real number (ℝ≥0)
| Distinct count | 87 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 346.4351466 |
|---|---|
| Minimum | 0.0 |
| Maximum | 990.0 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 468.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 180 |
| Q1 | 270 |
| median | 340 |
| Q3 | 420 |
| 95-th percentile | 540 |
| Maximum | 990 |
| Range | 990 |
| Interquartile range (IQR) | 150 |
Descriptive statistics
| Standard deviation | 109.8428219 |
|---|---|
| Coefficient of variation (CV) | 0.3170660455 |
| Kurtosis | 0.1281773931 |
| Mean | 346.4351466 |
| Median Absolute Deviation (MAD) | 87.73474607 |
| Skewness | 0.3333274084 |
| Sum | 20774330 |
| Variance | 12065.44553 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 55. 75. 95. 105. ... 685. 755. 785. 870. 990.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 330 | 2222 | 3.7% | |
| 350 | 2201 | 3.7% | |
| 320 | 2174 | 3.6% | |
| 310 | 2162 | 3.6% | |
| 300 | 2129 | 3.6% | |
| 340 | 2097 | 3.5% | |
| 360 | 2050 | 3.4% | |
| 370 | 2046 | 3.4% | |
| 290 | 1965 | 3.3% | |
| 380 | 1961 | 3.3% | |
| Other values (77) | 38959 | 65.0% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 20 | 3 | < 0.1% | |
| 30 | 4 | < 0.1% | |
| 40 | 4 | < 0.1% | |
| 50 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 990 | 1 | < 0.1% | |
| 910 | 1 | < 0.1% | |
| 880 | 1 | < 0.1% | |
| 860 | 2 | < 0.1% | |
| 850 | 2 | < 0.1% |
| Distinct count | 59966 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.99986974 |
|---|---|
| Minimum | 86.19157230440003 |
| Maximum | 113.97823424399999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 468.6 KiB |
Quantile statistics
| Minimum | 86.1915723 |
|---|---|
| 5-th percentile | 94.7604137 |
| Q1 | 97.85647123 |
| median | 100.0084971 |
| Q3 | 102.1347853 |
| 95-th percentile | 105.1975286 |
| Maximum | 113.9782342 |
| Range | 27.78666194 |
| Interquartile range (IQR) | 4.278314103 |
Descriptive statistics
| Standard deviation | 3.174459014 |
|---|---|
| Coefficient of variation (CV) | 0.03174463149 |
| Kurtosis | 0.01271560188 |
| Mean | 99.99986974 |
| Median Absolute Deviation (MAD) | 2.529990611 |
| Skewness | -0.01595062759 |
| Sum | 5996592.189 |
| Variance | 10.07719003 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 86.1915723 88.86123817 90.22707334 91.03343047 91.7217515 ... 108.08538439 108.89571404 109.89748097 111.15690295 113.97823424], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 102.8509952 | 1 | < 0.1% | |
| 94.85720496 | 1 | < 0.1% | |
| 95.77813818 | 1 | < 0.1% | |
| 97.43699317 | 1 | < 0.1% | |
| 100.001746 | 1 | < 0.1% | |
| 102.0188839 | 1 | < 0.1% | |
| 100.1678639 | 1 | < 0.1% | |
| 104.4520275 | 1 | < 0.1% | |
| 102.6534341 | 1 | < 0.1% | |
| 97.37925319 | 1 | < 0.1% | |
| Other values (59956) | 59956 | > 99.9% |
| Value | Count | Frequency (%) | |
| 86.1915723 | 1 | < 0.1% | |
| 87.11975851 | 1 | < 0.1% | |
| 87.35053734 | 1 | < 0.1% | |
| 87.71534568 | 1 | < 0.1% | |
| 87.79350969 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 113.9782342 | 1 | < 0.1% | |
| 113.0681222 | 1 | < 0.1% | |
| 112.8900402 | 1 | < 0.1% | |
| 112.6525581 | 1 | < 0.1% | |
| 112.1144541 | 1 | < 0.1% |
| Distinct count | 59966 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.498720986 |
|---|---|
| Minimum | 3.54358167326e-05 |
| Maximum | 0.99997337031 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 468.6 KiB |
Quantile statistics
| Minimum | 3.543581673e-05 |
|---|---|
| 5-th percentile | 0.04899825371 |
| Q1 | 0.2500130625 |
| median | 0.4977546984 |
| Q3 | 0.7484611481 |
| 95-th percentile | 0.9507183274 |
| Maximum | 0.9999733703 |
| Range | 0.9999379345 |
| Interquartile range (IQR) | 0.4984480856 |
Descriptive statistics
| Standard deviation | 0.2886533698 |
|---|---|
| Coefficient of variation (CV) | 0.5787872937 |
| Kurtosis | -1.197337 |
| Mean | 0.498720986 |
| Median Absolute Deviation (MAD) | 0.2499074124 |
| Skewness | 0.007547249774 |
| Sum | 29906.30265 |
| Variance | 0.0833207679 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[3.54358167e-05 9.99973370e-01], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.4863317271 | 1 | < 0.1% | |
| 0.8385585314 | 1 | < 0.1% | |
| 0.5736496231 | 1 | < 0.1% | |
| 0.4005185555 | 1 | < 0.1% | |
| 0.353682199 | 1 | < 0.1% | |
| 0.1628442147 | 1 | < 0.1% | |
| 0.2802672229 | 1 | < 0.1% | |
| 0.6173809146 | 1 | < 0.1% | |
| 0.8868764104 | 1 | < 0.1% | |
| 0.3254394177 | 1 | < 0.1% | |
| Other values (59956) | 59956 | > 99.9% |
| Value | Count | Frequency (%) | |
| 3.543581673e-05 | 1 | < 0.1% | |
| 6.39623639e-05 | 1 | < 0.1% | |
| 0.000100866821 | 1 | < 0.1% | |
| 0.0001011771426 | 1 | < 0.1% | |
| 0.0001121880733 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.9999733703 | 1 | < 0.1% | |
| 0.9999545101 | 1 | < 0.1% | |
| 0.9999508821 | 1 | < 0.1% | |
| 0.9999372057 | 1 | < 0.1% | |
| 0.9999137593 | 1 | < 0.1% |
| Distinct count | 59966 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.94317546 |
|---|---|
| Minimum | 60.663039245600004 |
| Maximum | 142.43006888899998 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 468.6 KiB |
Quantile statistics
| Minimum | 60.66303925 |
|---|---|
| 5-th percentile | 83.38915072 |
| Q1 | 93.21336804 |
| median | 99.979923 |
| Q3 | 106.6915233 |
| 95-th percentile | 116.4924764 |
| Maximum | 142.4300689 |
| Range | 81.76702964 |
| Interquartile range (IQR) | 13.47815528 |
Descriptive statistics
| Standard deviation | 10.03517818 |
|---|---|
| Coefficient of variation (CV) | 0.1004088386 |
| Kurtosis | -0.0004456592544 |
| Mean | 99.94317546 |
| Median Absolute Deviation (MAD) | 7.994647911 |
| Skewness | -0.01276089752 |
| Sum | 5993192.459 |
| Variance | 100.704801 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 60.66303925 66.73602511 70.13098878 73.14842893 76.14137889 ... 124.45892913 127.63616485 130.67866023 135.43110012 142.43006889], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 103.4515035 | 1 | < 0.1% | |
| 122.1348088 | 1 | < 0.1% | |
| 101.8991983 | 1 | < 0.1% | |
| 111.8627117 | 1 | < 0.1% | |
| 97.29750659 | 1 | < 0.1% | |
| 93.88952407 | 1 | < 0.1% | |
| 113.0362389 | 1 | < 0.1% | |
| 100.488448 | 1 | < 0.1% | |
| 109.2946877 | 1 | < 0.1% | |
| 97.50382139 | 1 | < 0.1% | |
| Other values (59956) | 59956 | > 99.9% |
| Value | Count | Frequency (%) | |
| 60.66303925 | 1 | < 0.1% | |
| 61.16744996 | 1 | < 0.1% | |
| 61.23037259 | 1 | < 0.1% | |
| 61.55228593 | 1 | < 0.1% | |
| 61.58597313 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 142.4300689 | 1 | < 0.1% | |
| 142.1924002 | 1 | < 0.1% | |
| 140.993493 | 1 | < 0.1% | |
| 137.9082484 | 1 | < 0.1% | |
| 137.8273804 | 1 | < 0.1% |
| Distinct count | 13 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 18938 |
| Missing (%) | 31.6% |
| Memory size | 468.6 KiB |
| libr | |
|---|---|
| virg | |
| cance | |
| leo | |
| gemi | |
| Other values (7) |
| Value | Count | Frequency (%) | |
| libr | 5582 | 9.3% | |
| virg | 5571 | 9.3% | |
| cance | 5541 | 9.2% | |
| leo | 3507 | 5.8% | |
| gemi | 3499 | 5.8% | |
| scor | 3091 | 5.2% | |
| arie | 3045 | 5.1% | |
| pisce | 2992 | 5.0% | |
| capr | 2958 | 4.9% | |
| aqua | 2839 | 4.7% | |
| Other values (2) | 2403 | 4.0% | |
| (Missing) | 18938 | 31.6% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | False |
Length
| Max length | 5 |
|---|---|
| Mean length | 3.768001868 |
| Min length | 3 |
state
Categorical
| Distinct count | 50 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 468.6 KiB |
| xsd3ZdsI3356I3xMxZeiqQ== | |
|---|---|
| BB/zpwTH+8GCIVHlhzOU1Q== | 5331 |
| sjJbkqJS7cXalHLBFA+EOQ== | 4498 |
| 1DpYl6dtzY0qE33poow3iw== | 4188 |
| x6Gw/1I8t3KPgT6s82Kodg== | 2404 |
| Other values (45) |
| Value | Count | Frequency (%) | |
| xsd3ZdsI3356I3xMxZeiqQ== | 10212 | 17.0% | |
| BB/zpwTH+8GCIVHlhzOU1Q== | 5331 | 8.9% | |
| sjJbkqJS7cXalHLBFA+EOQ== | 4498 | 7.5% | |
| 1DpYl6dtzY0qE33poow3iw== | 4188 | 7.0% | |
| x6Gw/1I8t3KPgT6s82Kodg== | 2404 | 4.0% | |
| kfFcVGcsJmH2n3eYprLkeQ== | 2321 | 3.9% | |
| JrdZzPZEa/YIIGwh8OdTKA== | 2065 | 3.4% | |
| GW2VZ3dN3OGHSjQ6JkfqQw== | 1939 | 3.2% | |
| 7bX4XFXmYqoMspxup0CrKA== | 1879 | 3.1% | |
| 82aTqSzrTImY+SbAOBQzGQ== | 1856 | 3.1% | |
| Other values (40) | 23273 | 38.8% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | True |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 24 |
|---|---|
| Mean length | 24 |
| Min length | 24 |
| Distinct count | 830 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 468.6 KiB |
| 3k2JCQ8Bp5oDwaI39ZJgHA== | 775 |
|---|---|
| 8REhu8TWlarYwZKjbn1BNA== | 692 |
| iY2cULhh/NFBaiOCRferZQ== | 660 |
| LqsmduGRTUSbhLbKf30e8A== | 628 |
| Kihc6OKBTIHsGwCQy2Vruw== | 626 |
| Other values (825) |
| Value | Count | Frequency (%) | |
| 3k2JCQ8Bp5oDwaI39ZJgHA== | 775 | 1.3% | |
| 8REhu8TWlarYwZKjbn1BNA== | 692 | 1.2% | |
| iY2cULhh/NFBaiOCRferZQ== | 660 | 1.1% | |
| LqsmduGRTUSbhLbKf30e8A== | 628 | 1.0% | |
| Kihc6OKBTIHsGwCQy2Vruw== | 626 | 1.0% | |
| ceNlmpI8ZLlwn9L3DMcBLQ== | 615 | 1.0% | |
| IvtRWE7TLKqrAj9T90HrUg== | 557 | 0.9% | |
| hKNrx1SIxunqIpoE9PPlow== | 554 | 0.9% | |
| Hfh28TzqkRno6rOU/tjy6Q== | 553 | 0.9% | |
| Ernn+uVXCMq/6ARrBCcd+A== | 498 | 0.8% | |
| Other values (820) | 53808 | 89.7% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | True |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 24 |
|---|---|
| Mean length | 24 |
| Min length | 24 |
First rows
| amount_borrowed | borrowed_in_months | channel | credit_limit | default | df_index | facebook_profile | gender | ids | income | job_name | n_accounts | n_bankruptcies | n_defaulted_loans | n_issues | ok_since | real_state | reason | risk_rate | score_1 | score_2 | score_3 | score_4 | score_5 | score_6 | sign | state | zip | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 20024.31 | 60.0 | NCqL3QBx0pscDnx3ixKwXg== | 62386.0 | False | 0 | True | f | 810e3277-619e-3154-7ba0-ebddfc5f7ea9 | 59869.05 | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 9.0 | 1.0 | 0.0 | 9.0 | 14.0 | n+xK9CfX0bCn77lClTWviw== | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 0.43 | smzX0nxh5QlePvtVf6EAeg== | tHpS8e9F8d9zg3iOQM9tsA== | 710.0 | 104.174961 | 0.661509 | 123.015325 | virg | xsd3ZdsI3356I3xMxZeiqQ== | i036nmJ7rfxo+3EvCD7Jnw== |
| 1 | 10046.51 | 36.0 | NCqL3QBx0pscDnx3ixKwXg== | NaN | False | 1 | False | f | b4118fd5-77d5-4d80-3617-bacd7aaf1a88 | 46016.31 | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 3.0 | 0.0 | 0.0 | NaN | 75.0 | n+xK9CfX0bCn77lClTWviw== | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 0.23 | DGCQep2AE5QRkNCshIAlFQ== | RO7MTL+j4PH2gNzbhNTq/A== | 330.0 | 97.880798 | 0.531115 | 110.913484 | sagi | xsd3ZdsI3356I3xMxZeiqQ== | oyrt7nHjoQSc58vCxgJF/w== |
| 2 | 21228.25 | 60.0 | NCqL3QBx0pscDnx3ixKwXg== | NaN | False | 2 | True | m | a75638f1-4662-4f4f-044a-d649b676d85d | 48025.47 | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 5.0 | 0.0 | 0.0 | NaN | NaN | N5/CE7lSkAfB04hVFFwllw== | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 0.30 | 8k8UDR4Yx0qasAjkGrUZLw== | wkeCdGeu5sEv4/fjwR0aDg== | 360.0 | 97.908925 | 0.611086 | 104.620791 | libr | /L8vvVesB5WyAv190Hw/rQ== | BMIK35trMYhh9yVrcGg/oQ== |
| 3 | 23032.33 | 36.0 | NCqL3QBx0pscDnx3ixKwXg== | NaN | False | 3 | False | m | 285ce334-3602-42b3-51cb-eebfcba48a09 | 46011.12 | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 5.0 | 0.0 | 0.0 | NaN | NaN | N5/CE7lSkAfB04hVFFwllw== | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 0.15 | 4DLlLW62jReXaqbPaHp1vQ== | tQUTfUyeuGkhRotd+6WjVg== | 120.0 | 100.434557 | 0.139784 | 120.134718 | NaN | GW2VZ3dN3OGHSjQ6JkfqQw== | coa2oOrpjxnQl4iyM7dTpQ== |
| 4 | 24026.29 | 36.0 | NCqL3QBx0pscDnx3ixKwXg== | 32366.0 | False | 4 | NaN | m | e643bf65-9288-92f2-df13-eed631fe237c | 90026.17 | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 10.0 | 0.0 | 0.0 | 10.0 | 15.0 | N5/CE7lSkAfB04hVFFwllw== | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 0.08 | 4DLlLW62jReXaqbPaHp1vQ== | 7h8PTkrlTWUPP3yuyP4rUg== | 330.0 | 103.774638 | 0.002856 | 104.320462 | libr | sjJbkqJS7cXalHLBFA+EOQ== | xTrDMEf/Cnewxc1LO+pfbg== |
| 5 | 8007.11 | 36.0 | NCqL3QBx0pscDnx3ixKwXg== | NaN | False | 5 | False | f | b84024d8-a5ba-6c59-9133-1335c4a0a57d | 43008.57 | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiEHNX... | 16.0 | 0.0 | 0.0 | 16.0 | 13.0 | n+xK9CfX0bCn77lClTWviw== | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 0.22 | 1Rk8w4Ucd5yR3KcqZzLdow== | rJZgTmANW3PjOCQLCcp4iQ== | 340.0 | 98.869235 | 0.424989 | 101.056327 | NaN | 1DpYl6dtzY0qE33poow3iw== | ql9Tq+WRLqXnyVdZkMRgnQ== |
| 6 | 10072.16 | 36.0 | NCqL3QBx0pscDnx3ixKwXg== | 0.0 | False | 6 | False | m | 8a66ed52-97b1-967f-132c-a5035c130d74 | 39335.52 | NaN | 10.0 | 0.0 | 0.0 | 10.0 | 55.0 | N5/CE7lSkAfB04hVFFwllw== | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 0.42 | DGCQep2AE5QRkNCshIAlFQ== | RO7MTL+j4PH2gNzbhNTq/A== | 450.0 | 96.426992 | 0.396868 | 92.619158 | virg | /EoxQEzy1PWWTtv6DNwr2w== | x0KGDyHi4nXvY76G2LpP9w== |
| 7 | 16016.97 | 60.0 | NCqL3QBx0pscDnx3ixKwXg== | 102018.0 | False | 7 | True | m | b8de2a5e-47b2-c03d-7997-0a85d402f9c2 | 98772.00 | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 13.0 | 0.0 | 0.0 | 13.0 | 17.0 | N5/CE7lSkAfB04hVFFwllw== | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 0.42 | smzX0nxh5QlePvtVf6EAeg== | bopP0NxW3+r8tn9xIHTaOw== | 450.0 | 97.793970 | 0.213243 | 82.377156 | NaN | kfFcVGcsJmH2n3eYprLkeQ== | HNyKljS/K9o5oFX7N88Yaw== |
| 8 | 11517.24 | 60.0 | NCqL3QBx0pscDnx3ixKwXg== | 0.0 | False | 8 | False | f | 63ada984-e40a-85f5-1cef-c708be59ef93 | 62014.40 | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 6.0 | 0.0 | 0.0 | 6.0 | 49.0 | N5/CE7lSkAfB04hVFFwllw== | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 0.36 | 1Rk8w4Ucd5yR3KcqZzLdow== | dCm9hFKfdRm7ej3jW+gyxw== | 390.0 | 100.118853 | 0.123257 | 83.718723 | NaN | BB/zpwTH+8GCIVHlhzOU1Q== | qf2kzehI0938fu9lrNoQvw== |
| 9 | 11539.08 | 36.0 | NCqL3QBx0pscDnx3ixKwXg== | 82310.0 | False | 9 | True | f | 08efdf0f-f8f1-b968-3452-6b634eabf43f | 85022.96 | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 19.0 | 0.0 | 0.0 | 19.0 | 43.0 | N5/CE7lSkAfB04hVFFwllw== | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 0.24 | DGCQep2AE5QRkNCshIAlFQ== | Fv28Bz0YRTVAT5kl1bAV6g== | 280.0 | 95.399016 | 0.592517 | 101.661396 | NaN | BB/zpwTH+8GCIVHlhzOU1Q== | exaXk+hI3vMFsjz87ctTUg== |
Last rows
| amount_borrowed | borrowed_in_months | channel | credit_limit | default | df_index | facebook_profile | gender | ids | income | job_name | n_accounts | n_bankruptcies | n_defaulted_loans | n_issues | ok_since | real_state | reason | risk_rate | score_1 | score_2 | score_3 | score_4 | score_5 | score_6 | sign | state | zip | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 59956 | 5723.51 | 36.0 | NCqL3QBx0pscDnx3ixKwXg== | NaN | False | 64582 | True | NaN | c75c53db-9441-101f-82c9-3d8e80f92bd5 | 53023.10 | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 7.0 | 0.0 | 0.0 | NaN | 57.0 | n+xK9CfX0bCn77lClTWviw== | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 0.26 | DGCQep2AE5QRkNCshIAlFQ== | Fv28Bz0YRTVAT5kl1bAV6g== | 450.0 | 103.268030 | 0.580790 | 100.077262 | leo | xsd3ZdsI3356I3xMxZeiqQ== | oyrt7nHjoQSc58vCxgJF/w== |
| 59957 | 9025.30 | 36.0 | NCqL3QBx0pscDnx3ixKwXg== | 38894.0 | False | 64583 | NaN | m | 7cb1d01b-08bb-57ca-2ee4-93fc8071718a | 138013.12 | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 10.0 | 0.0 | 0.0 | 10.0 | 14.0 | N5/CE7lSkAfB04hVFFwllw== | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 0.38 | DGCQep2AE5QRkNCshIAlFQ== | RO7MTL+j4PH2gNzbhNTq/A== | 160.0 | 100.824702 | 0.779990 | 99.847183 | NaN | 0lQuvmygO68ZFXZjzHEOww== | e4zblouPEIx3n9BVs3w7aQ== |
| 59958 | 27319.84 | 60.0 | NCqL3QBx0pscDnx3ixKwXg== | 23845.0 | True | 64584 | False | m | d42cd2a3-2290-bdb9-2e18-24e6dab047fa | 70029.29 | NaN | 13.0 | 0.0 | 0.0 | 13.0 | NaN | N5/CE7lSkAfB04hVFFwllw== | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 0.25 | smzX0nxh5QlePvtVf6EAeg== | tHpS8e9F8d9zg3iOQM9tsA== | 480.0 | 100.287455 | 0.870218 | 103.961455 | NaN | GW2VZ3dN3OGHSjQ6JkfqQw== | gupRYCEwfV8MlD+HhQ9c3w== |
| 59959 | 18028.03 | 36.0 | NCqL3QBx0pscDnx3ixKwXg== | 10941.0 | False | 64585 | NaN | f | 5ad15091-6792-5ead-5889-c1bd5581f1f9 | 76437.06 | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 9.0 | 0.0 | 0.0 | 9.0 | 21.0 | N5/CE7lSkAfB04hVFFwllw== | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 0.19 | 1Rk8w4Ucd5yR3KcqZzLdow== | /tdlnWjXoZ3OjdtBXzdOJQ== | 160.0 | 103.984171 | 0.131772 | 112.572260 | arie | xsd3ZdsI3356I3xMxZeiqQ== | DxLs/hh7bgVlwlpLJPqOJg== |
| 59960 | 3816.58 | 36.0 | NCqL3QBx0pscDnx3ixKwXg== | 23582.0 | False | 64586 | False | m | a6eca20c-3b35-45de-ab58-d85c089477e5 | 32017.59 | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 6.0 | 0.0 | 0.0 | 6.0 | 58.0 | N5/CE7lSkAfB04hVFFwllw== | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 0.46 | 8k8UDR4Yx0qasAjkGrUZLw== | +CxEO4w7jv3QPI/BQbyqAA== | 380.0 | 100.160902 | 0.791364 | 93.403554 | NaN | BB/zpwTH+8GCIVHlhzOU1Q== | gRwbqxxLj5tkZy5+8dSD2g== |
| 59961 | 7230.74 | 36.0 | NCqL3QBx0pscDnx3ixKwXg== | NaN | False | 64587 | True | m | f9eb9e71-e8ca-bd7b-f7ad-2b2f2048541c | 57012.14 | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 8.0 | 0.0 | 0.0 | NaN | NaN | N5/CE7lSkAfB04hVFFwllw== | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 0.33 | DGCQep2AE5QRkNCshIAlFQ== | osCzpM4hJrxugqWWuZmMWw== | 440.0 | 99.087197 | 0.316950 | 112.156949 | libr | orU7WJYGPT/xFwOXY1eBkw== | kT9iINxmEtNoxGqiEuuu1w== |
| 59962 | 9764.01 | 36.0 | NCqL3QBx0pscDnx3ixKwXg== | 15478.0 | False | 64588 | False | m | 687f396b-64bb-33f2-310c-a2548248d7b0 | 76032.77 | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 13.0 | 0.0 | 0.0 | 13.0 | 29.0 | N5/CE7lSkAfB04hVFFwllw== | mLVIVxoGY7TUDJ1FyFoSIZi1SFcaBmO01AydRchaEiGYtU... | 0.20 | DGCQep2AE5QRkNCshIAlFQ== | 7h+tk4z7O9brtBSe1rNjxA== | 230.0 | 96.473000 | 0.596363 | 105.124994 | leo | sjJbkqJS7cXalHLBFA+EOQ== | nP0qGO8FC0NXwBM5OMBcbg== |
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